The AI-healthy ship project builds on the successful EU project e-healthy ship, where the project team conducted extensive research on health management aboard commercial vessels. This thorough examination of the health challenges in maritime settings laid the foundation for developing innovative preventive measures, now further optimized using Artificial Intelligence.